SOLUTION

Agent builders

Govern tool selection, action proposals, and decision behavior at explicit Behavior Points while preserving agent-framework orchestration.

THE PROBLEM

Agent frameworks can orchestrate steps, but product teams still need a separate answer to which actions are allowed, which behavior rules apply, and why a specific runtime decision was taken.

WORKFLOW

From correction to governed runtime.

  1. 01

    Define behavior around an explicit agent decision, tool, action, or generation point.

  2. 02

    Resolve the effective behavior before the agent step.

  3. 03

    Preserve trace and run correlation through framework execution.

  4. 04

    Capture corrections as evidence instead of patching agent prompts ad hoc.

  5. 05

    Evaluate and release the next exact revision through the same governed path.

WHAT IS GOVERNED

Keep authority separate from execution convenience.

Behavior Points

Tool, action, decision, and generation boundaries can carry distinct behavior authority.

Strict action semantics

Action and signal registries keep runtime choices typed instead of relying on unbounded model inference.

Framework portability

The behavior layer can sit beside orchestration rather than replacing LangGraph, OpenAI Agents, or another framework.

FAILURE STATES

Important failures stay visible.

  • An unbound Behavior Point can fail closed or use an explicit controlled no-behavior path.
  • A model-assisted signal cannot satisfy authority that requires a trusted source.
  • Tool execution remains outside the optimizer's authority.

INTEGRATION SURFACE

LangGraph · OpenAI Agents · MCP · OpenTelemetry

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